Estimating the precise bounding box surrounding each pedestrian instance can be tricky, as we did not have access to the underlying GTA game engine. Other works tried to overcome this problem by using some interesting work-around. For example, [1]} extracted the semantic masks around each object in the scene and separated the instances by exploiting the depth information available through the depth buffer.
